Research and develop ML optimization techniques for efficient on-device MLMaterialize the ideas / concepts and demonstrate the practical value in an industrial environmentWork with HW / SW teams to productize the outcome of the workExpert in Python / PyTorch programmingQuality publications in System optimization (e.g. MICRO ASPOLOS OSDI NSDI MobiSys etc).Quality publications in ML optimization (e.g. NeurIPS ICML ICLR CVPR ACL etc).Excellent communication and writing skillsPh.D. in CS / CE or related fieldsExperience with Large-scale model training / tuningExperience with processing multiple modalities (i.e. audio / vision) with Foundational Models.Experience with backend compilation HW / SW co-design and / or performance optimizationUnderstanding ML accelerations and architecturesKey Skills
Industrial Maintenance,Machining,Mechanical Knowledge,CNC,Precision Measuring Instruments,Schematics,Maintenance,Hydraulics,Plastics Injection Molding,Programmable Logic Controllers,Manufacturing,Troubleshooting
Employment Type : Full-Time
Experience : years
Vacancy : 1